# Run Train (agent skill)

> Run Train is an agent skill (a SKILL.md file) from lllllllama/RigorPilot-Skills. Rigor Train skill for deep learning research repositories. It works with Claude Code and has 497 GitHub stars across a repository of 5 listed skills. Install it by copying the skill folder into your agent's skills directory.

Rigor Train skill for deep learning research repositories. Use when a documented or selected training command should be run conservatively for startup verification, short-run verification, full kickoff, or resume, with command, config, seed, log, checkpoint, status, and metric evidence written to standardized trainoutputs/. Do not use for environment setup, exploratory sweeps, speculative idea implementation, or end-to-end orchestration. Use this as the Rigor Train skill.

## Key facts

| Fact | Value |
|---|---|
| Repository | https://github.com/lllllllama/RigorPilot-Skills |
| Skill path | skills/run-train/SKILL.md |
| Skill name | run-train |
| GitHub stars | 497 |
| Installs on skills.sh | 310,541 |
| License | MIT |
| Skills in repo | 5 |
| Plugin marketplace | no |
| Official | no |
| Works with | Claude Code |
| Category | Testing & QA |
| Last commit | Sep 23, 2026 |

## When it triggers

- Use when a documented or selected training command should be run conservatively for startup verification, short-run verification, full kickoff, or resume, with command, config, seed, log, checkpoint, status, and metric evidence written to s
- use for environment setup, exploratory sweeps, speculative idea implementation, or end-to-end orchestration.

## Add this skill

### Claude Code

```sh
git clone --depth 1 https://github.com/lllllllama/RigorPilot-Skills.git
cp -r RigorPilot-Skills/skills/run-train ~/.claude/skills/run-train   # personal, or .claude/skills in a project
```

In the Claude apps, zip the skill folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

### ChatGPT / Codex

```sh
git clone --depth 1 https://github.com/lllllllama/RigorPilot-Skills.git
cp -r RigorPilot-Skills/skills/run-train .agents/skills/run-train   # repo; ~/.agents/skills for all projects
```

### Cursor

```sh
git clone --depth 1 https://github.com/lllllllama/RigorPilot-Skills.git
cp -r RigorPilot-Skills/skills/run-train .cursor/skills/run-train   # project; ~/.cursor/skills for all projects
```

Sources (checked 2026-10-07): https://code.claude.com/docs/en/skills, https://support.claude.com/en/articles/12512180-using-skills-in-claude, https://learn.chatgpt.com/docs/build-skills, https://cursor.com/docs/context/skills

skills.sh listing: https://www.skills.sh/lllllllama/RigorPilot-Skills/run-train

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Canonical page: https://appsgit.com/skills/lllllllama-run-train
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